CN105546508A - Main steam temperature control system and method for thermal power plant based on event-triggered mechanism - Google Patents
Main steam temperature control system and method for thermal power plant based on event-triggered mechanism Download PDFInfo
- Publication number
- CN105546508A CN105546508A CN201610089472.8A CN201610089472A CN105546508A CN 105546508 A CN105546508 A CN 105546508A CN 201610089472 A CN201610089472 A CN 201610089472A CN 105546508 A CN105546508 A CN 105546508A
- Authority
- CN
- China
- Prior art keywords
- output
- event trigger
- event
- control
- output signal
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 37
- 230000007246 mechanism Effects 0.000 title claims abstract description 26
- 230000001960 triggered effect Effects 0.000 title description 6
- 238000005457 optimization Methods 0.000 claims abstract description 35
- 238000001514 detection method Methods 0.000 claims abstract description 22
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 23
- 238000005070 sampling Methods 0.000 claims description 19
- 238000012937 correction Methods 0.000 claims description 17
- 230000009471 action Effects 0.000 claims description 7
- 238000005096 rolling process Methods 0.000 claims description 7
- 230000000737 periodic effect Effects 0.000 claims 2
- 230000008054 signal transmission Effects 0.000 claims 1
- 230000005540 biological transmission Effects 0.000 abstract 1
- 230000006870 function Effects 0.000 description 21
- 230000008569 process Effects 0.000 description 16
- 239000003245 coal Substances 0.000 description 6
- 238000010586 diagram Methods 0.000 description 4
- 238000004519 manufacturing process Methods 0.000 description 4
- 230000008901 benefit Effects 0.000 description 3
- 238000004364 calculation method Methods 0.000 description 3
- 230000008859 change Effects 0.000 description 3
- 230000001276 controlling effect Effects 0.000 description 3
- 238000013461 design Methods 0.000 description 3
- 239000000843 powder Substances 0.000 description 3
- 238000010276 construction Methods 0.000 description 2
- 238000011217 control strategy Methods 0.000 description 2
- 230000007423 decrease Effects 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000005611 electricity Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 238000010248 power generation Methods 0.000 description 2
- 230000009467 reduction Effects 0.000 description 2
- 230000001105 regulatory effect Effects 0.000 description 2
- 230000007704 transition Effects 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000033228 biological regulation Effects 0.000 description 1
- 238000002485 combustion reaction Methods 0.000 description 1
- 230000008878 coupling Effects 0.000 description 1
- 238000010168 coupling process Methods 0.000 description 1
- 238000005859 coupling reaction Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000005265 energy consumption Methods 0.000 description 1
- 238000003912 environmental pollution Methods 0.000 description 1
- 239000000446 fuel Substances 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 238000013178 mathematical model Methods 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000004886 process control Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F22—STEAM GENERATION
- F22B—METHODS OF STEAM GENERATION; STEAM BOILERS
- F22B35/00—Control systems for steam boilers
Landscapes
- Engineering & Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Physics & Mathematics (AREA)
- Thermal Sciences (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Feedback Control In General (AREA)
Abstract
本发明公开了一种基于事件触发机制的火电厂主蒸汽温度控制系统及方法,所控制系统包含外环预测控制回路和内环PID控制回路;所述内环PID控制回路包括依次连接的副检测变送器、副控制器、执行器以及减温器;所述外环预测控制回路包括依次连接的主汽温对象、主检测变送器、主控制器以及整个所述内环PID控制回路,所述主控制器包括参考轨线引入器、在线校正器、事件触发器、预测模型器、比较器以及优化计算器;所述事件触发器能对输入信号进行筛选,通过事件触发条件的判断来决定是否将当前时刻的控制信号发给执行器。本发明基于事件触发机制,能在不影响系统稳定的条件下,只发送满足条件的信号,从而减少网络的传输压力,提高系统的寿命。
The invention discloses a thermal power plant main steam temperature control system and method based on an event trigger mechanism. The control system includes an outer loop predictive control loop and an inner loop PID control loop; the inner loop PID control loop includes secondary detection loops connected in sequence Transmitters, secondary controllers, actuators and desuperheaters; the outer loop predictive control loop includes the main steam temperature object, the main detection transmitter, the main controller and the entire inner loop PID control loop connected in sequence, The main controller includes a reference trajectory introducer, an online corrector, an event trigger, a predictive modeler, a comparator, and an optimization calculator; the event trigger can filter input signals, and determine Decide whether to send the control signal at the current moment to the actuator. Based on an event trigger mechanism, the invention can only send signals satisfying conditions without affecting system stability, thereby reducing network transmission pressure and improving system life.
Description
技术领域technical field
本发明属于火电厂控制技术领域,具体涉及一种基于事件触发机制的火电厂主蒸汽温度控制系统及方法。The invention belongs to the technical field of thermal power plant control, and in particular relates to a thermal power plant main steam temperature control system and method based on an event trigger mechanism.
背景技术Background technique
改革开放以来,经济得到飞速发展,同时也带来了日益严重的环境污染和能源消耗问题。其中电力行业尤为严重,特别是大容量的发电机组的不断建设,提高运行效率和经济性成为迫切的需要。火力发电是指利用煤炭等燃料燃烧时产生的热能来加热水,使水变成高温、高压水蒸气,然后再由水蒸气推动发电机来发电的总称;火力发电机组主要包括锅炉、汽轮机、发电机、磨煤机、一次风机和DCS控制系统等设备;磨煤机将煤块研磨成煤粉,由一次风机提供一定压力、一定流量的一次风,将煤粉干燥并送入锅炉炉膛,煤粉在炉膛内燃烧并将释放出的热量传递给水,将水加热成一定温度和压力的蒸汽,输出至汽轮机,汽轮机将蒸汽的能量转换为机械能,驱动发电机发电。协调控制是指将锅炉控制和汽轮机控制两个子系统作为一个整体、互相协调配合地进行控制,使锅炉和汽轮机尽快地共同适应电网负荷变化的需要,又共同保持机组安全、稳定运行。其中,锅炉主蒸汽温度(即主汽温)是影响火电厂热效率的一个重要因素,过高或过低都会影响机组的安全经济运行,调节主蒸汽温度的目的是在各种工况下主汽温都能维持较小的波动范围,以提高主蒸汽温度的设定值,进而达到更高的热效率。随着高参数、大容量机组逐步参与电网调峰,机组负荷会发生大幅度变动,主蒸汽温度也将承受剧烈变化。优化主汽温预测控制方法,提高控制精度和稳定性,能够减少爆管事故的发生,提高机组变负荷快速响应能力,对于机组的长期安全、经济运行具有重要意义。在计算机技术发展迅速的今天,许多先进控制方法的提出和应用为此提供了很好的启示作用。Since the reform and opening up, the economy has developed rapidly, but it has also brought about increasingly serious problems of environmental pollution and energy consumption. Among them, the power industry is particularly serious, especially the continuous construction of large-capacity generator sets, and it is an urgent need to improve operating efficiency and economy. Thermal power generation refers to the general term for using the heat generated by the combustion of coal and other fuels to heat water, turning the water into high-temperature, high-pressure steam, and then driving the generator to generate electricity by the steam; thermal power generating units mainly include boilers, steam turbines, power generation Equipment such as machine, coal mill, primary fan and DCS control system; the coal pulverizer grinds coal into coal powder, and the primary fan provides primary air with a certain pressure and flow rate to dry the coal powder and send it to the boiler furnace. The powder burns in the furnace and transfers the released heat to the water, which heats the water into steam at a certain temperature and pressure, which is output to the steam turbine, which converts the energy of the steam into mechanical energy and drives the generator to generate electricity. Coordinated control means that the two subsystems of boiler control and steam turbine control are controlled as a whole and coordinated with each other, so that the boiler and steam turbine can quickly adapt to the needs of power grid load changes, and jointly maintain safe and stable operation of the unit. Among them, the main steam temperature of the boiler (i.e. the main steam temperature) is an important factor affecting the thermal efficiency of the thermal power plant. If it is too high or too low, it will affect the safe and economical operation of the unit. The temperature can maintain a small fluctuation range to increase the set value of the main steam temperature, thereby achieving higher thermal efficiency. As high-parameter and large-capacity units gradually participate in power grid peak regulation, the load of the unit will change greatly, and the temperature of the main steam will also undergo drastic changes. Optimizing the main steam temperature prediction control method and improving the control accuracy and stability can reduce the occurrence of pipe burst accidents and improve the unit's rapid response ability to variable loads, which is of great significance to the long-term safe and economical operation of the unit. Today, with the rapid development of computer technology, the proposal and application of many advanced control methods provide a good inspiration for this.
目前火电厂常规的主蒸汽温度控制一般结合前馈补偿和串级控制系统等策略,且串级控制系统的设计方法是:其主、副控制器采用PID(比例-积分-微分)控制器,且由于主汽温控制对象有较大的迟延和惯性存在,所以其主控制器采用PID(比例-积分-微分)控制规律,副控制器一般采用PI(比例-积分)或P(比例)控制规律,副控制器接受导前汽温信号和主控制器输出信号。当过热汽温升高时,主控制器输出减小,副控制器输出增加,减温水量增加,过热汽温下降。在主、副控制器均具有PI控制规律的情况下,主、副控制器的输入偏差均为零。因此可以认为主控制器的输出是导前汽温的给定值。At present, the conventional main steam temperature control in thermal power plants generally combines strategies such as feed-forward compensation and cascade control systems, and the design method of the cascade control system is: the main and secondary controllers use PID (proportional-integral-derivative) controllers, And because the main steam temperature control object has a large delay and inertia, the main controller adopts the PID (proportional-integral-derivative) control law, and the secondary controller generally adopts PI (proportional-integral) or P (proportional) control. According to the law, the secondary controller receives the pilot steam temperature signal and the output signal of the main controller. When the superheated steam temperature rises, the output of the main controller decreases, the output of the secondary controller increases, the amount of desuperheating water increases, and the superheated steam temperature decreases. In the case that both the primary and secondary controllers have PI control laws, the input deviations of the primary and secondary controllers are both zero. Therefore, it can be considered that the output of the main controller is the given value of the leading steam temperature.
请参考图1,上述这种串级控制系统具有内外两个回路,外回路由主汽温对象10、主汽温变送器(主检测变送器)11、主控制器12及整个内回路组成,内回路包括导前汽温变送器(副检测变送器)20、副控制器21、执行器22、减温水调节阀23、减温器24及过热器25、26等,内回路是以导前汽温变送器20输出的导前汽温为被调量、以减温器24为控制对象等组成的一个单回路控制系统。此外,内回路还是一个随动控制系统,需要以外回路的主控制器12的输出作为设定值,并利用副控制器21的输出控制执行器22来实现对减温器24的控制。因这一系统的控制对象迟延和惯性较小,所以它的控制过程是稳定的。当减温水发生扰动或减温器24后的过热器出口蒸汽温度发生变化而引起导前汽温变化时,系统能及时调整,快速稳定,减小扰动、特别是减温水扰动对过热汽温的影响;相对于内回路,外回路是一个低速回路,它的主要任务是维持主汽温等于给定值。主蒸汽温度有着复杂的动态和强耦合特性。上面所述常规的PID控制仅仅关注控制回路中单个输入输出变量之间的关系,而无法对强耦合或者次强耦合的输入输出变量之间的关系予以补偿。在实际运行中,一方面由于副控制器的不断调节,使得控制阀等执行器频繁操作,降低了使用寿命;另一方面,这种常规的主汽温控制策略,采用固定参数或分段PID构造控制器,没有完全考虑主汽温在变负荷下模型变化的影响,控制效果仍会很不理想,严重影响了机组的经济性和安全性。Please refer to Fig. 1, the above-mentioned cascade control system has two inner and outer loops, the outer loop consists of the main steam temperature object 10, the main steam temperature transmitter (main detection transmitter) 11, the main controller 12 and the entire inner loop Composition, the inner loop includes the pilot steam temperature transmitter (sub-detection transmitter) 20, the sub-controller 21, the actuator 22, the desuperheating water regulating valve 23, the desuperheater 24 and the superheater 25, 26, etc., the inner loop It is a single-loop control system composed of the pilot steam temperature output by the pilot steam temperature transmitter 20 as the adjusted quantity and the desuperheater 24 as the control object. In addition, the inner loop is also a follow-up control system, which requires the output of the main controller 12 of the outer loop as a set value, and uses the output of the sub-controller 21 to control the actuator 22 to realize the control of the desuperheater 24 . Because the delay and inertia of the control object of this system are small, its control process is stable. When the desuperheating water is disturbed or the steam temperature at the outlet of the superheater after the desuperheater 24 is changed, which causes the change of the steam temperature before the pilot, the system can be adjusted in time to stabilize quickly and reduce the influence of the disturbance, especially the disturbance of the desuperheating water on the superheated steam temperature. Influence; Compared with the inner loop, the outer loop is a low-speed loop, and its main task is to maintain the main steam temperature equal to the given value. The main steam temperature has complex dynamic and strong coupling characteristics. The conventional PID control described above only focuses on the relationship between a single input and output variable in the control loop, but cannot compensate the relationship between strongly coupled or sub-strongly coupled input and output variables. In actual operation, on the one hand, due to the continuous adjustment of the secondary controller, the actuators such as control valves are frequently operated, which reduces the service life; on the other hand, this conventional main steam temperature control strategy adopts fixed parameters or segmented PID The construction of the controller does not fully consider the influence of the model change of the main steam temperature under variable loads, and the control effect will still be very unsatisfactory, seriously affecting the economy and safety of the unit.
预测控制是一种在实际工业过程中发展起来的计算机控制技术,最大优点是对模型精度要求不高,且跟踪性能好,比较适用于复杂工业过程的控制,特别是比较适合于大滞后被控过程的自动控制。主蒸汽温度被控对象同样是一个大迟延系统,预测控制的“超前”控制是改善主蒸汽温度控制品质的一个有效手段,例如,中国专利《一种火电厂主蒸汽温度控制方法》,授权号ZL201310167926.5,提出主蒸汽温度的动态矩阵控制—比例积分微分控制(DMC-PID)串级控制方法。分数阶PI控制相比常规PI控制控制参数的整定范围变大,控制器能更加灵活的控制被控对象,控制效果更好,但目前未发现将传统火电厂主蒸汽温度PID控制方法、预测控制、事件触发机制集合于一体的方法应用于火电厂锅炉主蒸汽温度控制的文献、报导。Predictive control is a computer control technology developed in the actual industrial process. Its biggest advantage is that it does not require high model accuracy and has good tracking performance. It is more suitable for the control of complex industrial processes, especially for large-delay controlled systems. Automatic control of the process. The controlled object of the main steam temperature is also a large delay system. The "advanced" control of predictive control is an effective means to improve the quality of the main steam temperature control. ZL201310167926.5, proposed the dynamic matrix control of the main steam temperature - Proportional Integral Derivative Control (DMC-PID) cascade control method. Compared with the conventional PI control, the setting range of the control parameters of the fractional PI control is larger, the controller can control the controlled object more flexibly, and the control effect is better. However, it has not been found that the traditional thermal power plant main steam temperature PID control method, predictive control The literature and reports that the method integrating event triggering mechanism is applied to the main steam temperature control of thermal power plant boilers.
发明内容Contents of the invention
为解决以上问题,本发明公开了一种基于事件触发机制的火电厂主蒸汽温度控制系统及方法,能够集传统火电厂主蒸汽温度PID控制方法、预测控制、事件触发机制于一体,对主汽温控制系统进行优化,使主汽温的控制具有较强稳定性和鲁棒性,并通过事件触发条件的判断来决定执行器的操作,以保证机组的稳定节能运行和使用寿命。In order to solve the above problems, the present invention discloses a thermal power plant main steam temperature control system and method based on an event trigger mechanism, which can integrate the traditional thermal power plant main steam temperature PID control method, predictive control, and event trigger mechanism into one. The temperature control system is optimized so that the control of the main steam temperature has strong stability and robustness, and the operation of the actuator is determined through the judgment of the event triggering conditions to ensure the stable energy-saving operation and service life of the unit.
本发明采用以下设计方案:The present invention adopts following design scheme:
一种基于事件触发机制的火电厂主蒸汽温度控制系统,包括外环预测控制回路和内环PID控制回路;所述内环PID控制回路包括依次连接的副检测变送器、副控制器、执行器以及减温器;所述外环预测控制回路包括依次连接的主汽温对象、主检测变送器、主控制器以及整个所述内环PID控制回路,所述主控制器包括参考轨线引入器、在线校正器、事件触发器、预测模型器、比较器以及优化计算器,所述参考轨线引入器和所述在线校正器的一个输入端均连接至所述主检测变送器的输出端,所述在线校正器的输出端连接至所述事件触发器的输入端,所述参考轨线引入器和所述事件触发器的输出端均连接至比较器的输入端,所述比较器的输出端连接至优化计算器的输入端,所述优化计算器的输出端连接至所述副控制器的输入端和所述预测模型器的输入端,所述预测模型器的输出端连接至所述在线校正器的另一个输入端。A thermal power plant main steam temperature control system based on an event trigger mechanism, including an outer loop predictive control loop and an inner loop PID control loop; the inner loop PID control loop includes a secondary detection transmitter, a secondary controller, an execution and the desuperheater; the outer loop predictive control loop includes the main steam temperature object connected in sequence, the main detection transmitter, the main controller and the entire inner loop PID control loop, and the main controller includes a reference trajectory An introducer, an online corrector, an event trigger, a predictive modeler, a comparator, and an optimization calculator, one input end of the reference trajectory introducer and the online corrector is connected to the main detection transmitter Output terminal, the output terminal of the online corrector is connected to the input terminal of the event trigger, the output terminals of the reference track introducer and the event trigger are connected to the input terminal of the comparator, and the comparison The output end of the controller is connected to the input end of the optimization calculator, the output end of the optimization calculator is connected to the input end of the secondary controller and the input end of the predictive modeler, and the output end of the predictive modeler is connected to to the other input of the online corrector.
进一步的,所述事件触发器中建立有事件触发规则或触发函数:Further, event trigger rules or trigger functions are established in the event trigger:
G(yp(k),yp(k+i))=||yp(k)-yp(k+i)||-σ,其中,G(yp(k),yp(k+i))是所述在线校正器的当前时刻(k+i)的输出信号yp(k+i)与上一时刻的输出信号yp(k)之间的触发函数,σ为属于(0,1)的有界正数,||||表示范数,i=1,2,…,为正整数。G(y p (k), y p (k+i))=||y p (k)-y p (k+i)||-σ, where, G(y p (k), y p ( k+i)) is the trigger function between the output signal y p (k+i) of the online corrector at the current moment (k+i) and the output signal y p (k) of the previous moment, and σ is the The bounded positive number of (0,1), |||| represents the norm, and i=1,2,…, are positive integers.
进一步的,当所述触发函数小于等于0或者所述事件触发器当前时刻接收的信号不满足所述事件触发规则时,则认为没有发生“事件”,所述事件触发器的输出端无输出信号;当所述触发函数大于0或者所述事件触发器当前时刻接收的信号满足所述事件触发规则时,则认为触发了“事件”,所述事件触发器的输出端会输出所述当前时刻接收的信号。Further, when the trigger function is less than or equal to 0 or the signal received by the event trigger at the current moment does not satisfy the event trigger rule, it is considered that no "event" has occurred, and the output terminal of the event trigger has no output signal ; When the trigger function is greater than 0 or the signal received by the event trigger at the current moment satisfies the event trigger rule, it is considered that the "event" is triggered, and the output terminal of the event trigger will output the signal received at the current moment signal of.
进一步的,所述内环PID控制回路还包括与减温器相连通的减温水管道以及设置在所述减温水管道上并与所述执行器连接的减温阀。Further, the inner loop PID control loop also includes a desuperheating water pipeline communicated with the desuperheater, and a desuperheating valve arranged on the desuperheating water pipeline and connected to the actuator.
一种上述的基于事件触发机制的火电厂主蒸汽温度控制系统的方法,包括以下步骤:A kind of above-mentioned method based on event triggering mechanism main steam temperature control system of thermal power plant, comprises the following steps:
(1)通过工作于时间驱动方式的主检测变送器对主气温对象的输出信号进行周期采样;(1) The output signal of the main air temperature object is periodically sampled through the main detection transmitter working in the time-driven mode;
(2)把步骤(1)中采样所得到的输出信号传输到主控制器的参考轨线引入器和在线校正器中;(2) the output signal obtained by sampling in the step (1) is transmitted to the reference trajectory introducer and the online corrector of the master controller;
(3)所述在线校正器根据接收到的所述输出信号对所述主控制器的预测模型器输出的当前时刻的预测信号进行校正,并将校正后的信号传输至所述主控制器的事件触发器;同时所述参考轨迹线引入器根据接收到所述输出信号及其内部的主气温对象设定值确定所述输出信号的参考轨迹;(3) The online calibrator corrects the prediction signal at the current moment output by the prediction modeler of the main controller according to the received output signal, and transmits the corrected signal to the main controller Event trigger; at the same time, the reference trajectory introducer determines the reference trajectory of the output signal according to the received output signal and the set value of the main air temperature object inside;
(4)所述事件触发器根据其内部的触发函数或者事件触发规则对所述校正后的信号进行选择性输出,所述选择性输出的结果以及所述参考轨迹线引入器输出的参考轨迹均送入主控器的比较器;(4) The event trigger selectively outputs the corrected signal according to its internal trigger function or event trigger rule, and the result of the selective output and the reference trajectory output by the reference trajectory introducer are both sent to the comparator of the main controller;
(5)所述主控制器的优化计算器对所述比较器的输出信号进行滚动优化,并将优化计算的结果输出至所述副控制器和所述预测模型器;(5) The optimization calculator of the main controller performs rolling optimization on the output signal of the comparator, and outputs the result of the optimization calculation to the secondary controller and the predictive modeler;
(6)通过工作于时间驱动方式的副检测变送器对减温器的输出信号进行周期采样,并将采样得到的输出信号传输到所述副控制器;(6) Periodically sample the output signal of the desuperheater through the secondary detection transmitter working in a time-driven manner, and transmit the sampled output signal to the secondary controller;
(7)所述副控制器根据所述优化计算器的输出信号和所述副检测变送器的输出信号来控制执行器的动作。(7) The secondary controller controls the action of the actuator according to the output signal of the optimization calculator and the output signal of the secondary detection transmitter.
进一步的,所述步骤(4)中,所述事件触发器根据其内部的触发函数或者事件触发规则对所述校正后的信号进行选择性输出的公运算公式如下:Further, in the step (4), the public operation formula for the event trigger to selectively output the corrected signal according to its internal trigger function or event trigger rule is as follows:
||xp((k+i)h)-xp(kh)||-σ≤0||x p ((k+i)h)-x p (kh)||-σ≤0
其中,σ为属于(0,1)的正常数,h为采样周期,(k+i)h为第(k+i)个采样周期,kh为第k个采样周期,i=1,2,…,为正整数,xp((k+i)h)为所述在线校正器在当前时刻输出的信号,xp(kh)为所述在线校正器在上一时刻输出的信号,σ为有界正数,||||表示范数;Among them, σ is a normal number belonging to (0,1), h is the sampling period, (k+i)h is the (k+i)th sampling period, kh is the kth sampling period, i=1,2, ..., is a positive integer, x p ((k+i)h) is the signal output by the online corrector at the current moment, x p (kh) is the signal output by the online corrector at the previous moment, and σ is A bounded positive number, |||| represents the norm;
且当所述在线校正器在当前时刻的输出信号满足上述公式时,则认为没有发生“事件”,所述事件触发器的输出端无输出信号,所述优化计算器的输出不更新;当所述在线校正器在当前时刻的输出信号不满足上述公式时,则认为触发了“事件”,所述事件触发器的输出端会输出所述在线校正器在当前时刻的输出信号,所述优化计算器的输出进行更新。And when the output signal of the online corrector at the current moment satisfies the above formula, it is considered that no "event" has occurred, the output of the event trigger has no output signal, and the output of the optimization calculator is not updated; when the When the output signal of the online corrector at the current moment does not satisfy the above formula, it is considered that an "event" is triggered, and the output terminal of the event trigger will output the output signal of the online corrector at the current moment, and the optimization calculation The output of the controller is updated.
进一步的,所述参考轨线引入器确定的参考轨迹为:Further, the reference trajectory determined by the reference trajectory introducer is:
xr((k+i)h)=aix1(kh)+(1-ai)xd(kh),其中,ai=exp(-h/λ)∈(0,1),h是采样周期,λ是时间常数,xr((k+i)h)是参考轨迹;x1(kh)是所述主检测变送器当前时刻的输出信号;xd(kh)为所述当前时刻的所述主气温对象设定值。x r ((k+i)h)=a i x 1 (kh)+(1-a i )x d (kh), where a i =exp(-h/λ)∈(0,1), h is the sampling period, λ is the time constant, x r ((k+i)h) is the reference trajectory; x 1 (kh) is the output signal of the main detection transmitter at the current moment; x d (kh) is the The set value of the main air temperature object at the current moment.
进一步的,步骤(7)还包括:所述执行器根据所述副控制器的控制对设置在与所述减温器相连通的减温水管道上的减温阀进行调节,以调节流入所述减温水管道中的减温水的流量。Further, step (7) also includes: the actuator adjusts the desuperheating valve provided on the desuperheater water pipeline connected with the desuperheater according to the control of the sub-controller, so as to adjust the water flow into the desuperheater. The flow rate of the desuperheated water in the desuperheated water pipeline.
进一步的,所述副控制器采用PI或P控制规律。Further, the secondary controller adopts PI or P control law.
与现有技术相比,本发明的基于事件触发机制的火电厂主蒸汽温度控制系统及方法,具有以下有益效果:Compared with the prior art, the main steam temperature control system and method of the thermal power plant based on the event trigger mechanism of the present invention have the following beneficial effects:
(1)串级控制的副控制器可以采用传统的PI或P控制,而主控制器替换为基于事件触发器和预测模型器的预测控制器,能够根据系统当前时刻的控制输入以及历史数据进行预测,得到未来的输出值,然后预设值进行比较,进行滚动优化来得到副控制器当前的控制输入通,副控制器接收主控制器的输出作为设定值,利用副控制器的输出信号去控制执行器以及控制减温阀的开度,从而实现减温水流量的调节,使主蒸汽温度达到设定值,从而实现最优控制,使主汽温的控制具有较强稳定性和鲁棒性,更能适应实际生产。(1) The secondary controller of cascade control can adopt traditional PI or P control, and the main controller is replaced by a predictive controller based on event triggers and predictive modelers, which can be controlled according to the current control input and historical data of the system. Predict, get the future output value, then compare the preset value, and perform rolling optimization to get the current control input channel of the sub-controller, the sub-controller receives the output of the main controller as the set value, and uses the output signal of the sub-controller To control the actuator and control the opening of the desuperheating valve, so as to realize the adjustment of the desuperheating water flow, so that the main steam temperature reaches the set value, so as to realize the optimal control, so that the control of the main steam temperature has strong stability and robustness and more adaptable to actual production.
(2)在主控制器中引入事件触发器,事件触发器用于依据当前时刻接收到的同步数据和其内部的事件触发机制规则或触发函数来判断输出值,并通过事件触发器最新的输出值与最新的接收值之间的比较来决定接下来主控制器的输出值,可以减少主蒸汽温度的波动幅度,提高调节品质,同时可以减少调节阀门的调节次数,提高了使用寿命。(2) Introduce an event trigger in the main controller. The event trigger is used to judge the output value based on the synchronization data received at the current moment and its internal event trigger mechanism rules or trigger functions, and the latest output value of the event trigger The comparison with the latest received value determines the next output value of the main controller, which can reduce the fluctuation range of the main steam temperature, improve the adjustment quality, and reduce the adjustment times of the adjustment valve, thereby increasing the service life.
附图说明Description of drawings
图1所示为传统的火电厂主蒸汽温度串级控制系统的结构示意图;Fig. 1 shows the structure schematic diagram of the main steam temperature cascade control system of the traditional thermal power plant;
图2所示为本发明具体实施例的加入事件触发器的主控制器的结构示意图;Fig. 2 shows the structural representation of the master controller that adds event trigger according to the specific embodiment of the present invention;
图3所示为应用图2所示的主控制器的基于事件触发机制的火电厂主汽温控制系统的结构示意图。Fig. 3 is a schematic structural diagram of a thermal power plant main steam temperature control system based on an event trigger mechanism applying the main controller shown in Fig. 2 .
具体实施方式detailed description
下面结合说明书附图对本发明的技术方案做详细的说明。The technical solution of the present invention will be described in detail below in conjunction with the accompanying drawings.
由于图1所示的火电厂主蒸汽温度传统控制方法中,副控制器的不断调节使得控制阀等执行器频繁操作,降低了使用寿命,因此在本发明的基于事件触发机制的火电厂主汽温控制系统,在考虑稳定和安全的情况下,优先考虑减少执行器的执行次数。Because in the traditional control method of the main steam temperature of the thermal power plant shown in Figure 1, the continuous adjustment of the secondary controller makes the actuators such as control valves operate frequently, reducing the service life, so in the thermal power plant main steam temperature based on the event trigger mechanism of the present invention In the temperature control system, in consideration of stability and safety, priority is given to reducing the execution times of the actuator.
图2所示为本发明基于减少执行器的执行次数而设计出的加入事件触发器的主控制器的结构示意图。本发明设计的主控制器,具有预测功能,能够根据系统当前时刻的控制输入以及历史数据进行预测,得到未来的输出值,然后预设值进行比较,进行滚动优化来得到当前的控制输入。具体由参考轨线引入器121、在线校正器122、事件触发器123、优化计算器124、预测模型器125以及比较器126组成,从而实现预测控制、反馈校正、按需触发、滚动优化功能。Fig. 2 is a schematic structural diagram of a master controller with an event trigger designed based on reducing the execution times of the executor in the present invention. The main controller designed in the present invention has a prediction function, and can predict according to the current control input and historical data of the system to obtain future output values, then compare preset values, and perform rolling optimization to obtain current control input. Specifically, it is composed of a reference trajectory introducer 121, an online corrector 122, an event trigger 123, an optimization calculator 124, a predictive modeler 125, and a comparator 126, so as to realize the functions of predictive control, feedback correction, on-demand trigger, and rolling optimization.
(1)预测模型器125主要根据其内部用于描述过程动态特性的预测模型来实现基于被控过程的历史控制输入来预测出被控过程的未来控制输入值。(1) The predictive modeler 125 mainly realizes predicting the future control input value of the controlled process based on the historical control input of the controlled process based on its internal predictive model for describing the dynamic characteristics of the process.
(2)参考轨线引入器121用于确定参考轨迹,即确定被控过程的当前时刻的输出测量值向其设定值光滑过度的一条曲线,所述曲线即为参考轨线:yr(k+i)=aiy(k)+(1-ai)yd,其中,ai=exp(-h/λ)∈(0,1),h是采样周期,λ是时间常数;yr(k+i)是参考轨迹;y(k)是被控过程当前时刻的输出测量值;yd为被控过程的设定值。(2) The reference trajectory introducer 121 is used to determine the reference trajectory, that is, to determine a curve in which the measured output value of the controlled process at the current moment transitions smoothly to its set value, and the curve is the reference trajectory: y r ( k+i)=a i y(k)+(1-a i )y d , wherein, a i =exp(-h/λ)∈(0,1), h is the sampling period, and λ is the time constant; y r (k+i) is the reference trajectory; y(k) is the output measurement value of the controlled process at the current moment; y d is the set value of the controlled process.
(3)在线校正器122用于根据被控过程当前时刻的输出测量值对预测模型器125的输出进行反馈校正,由于预测模型器125的预测模型与被控过程当前时刻的输出测量值之间有误差e(k)存在,因此,与反馈系统相似,需要对预测模型器的输出进行及时校正。(3) The online corrector 122 is used to perform feedback correction on the output of the predictive modeler 125 according to the output measurement value of the controlled process at the current moment. There is an error e(k), so, similar to the feedback system, the output of the predictive modeler needs to be corrected in time.
(4)事件触发器123的设置是为了减少被控过程中的执行器的执行任务的次数,由此可以在保持控制系统稳定的前提下,实现“按需求”进行控制任务。(4) The setting of the event trigger 123 is to reduce the number of execution tasks of the executor in the controlled process, so as to realize the control task "on demand" under the premise of keeping the control system stable.
事件触发器内部建立有事件触发机制准则或触发函数,根据这个准则或者触发函数对信号进行筛选,最终可以将满足的信号发送给被控过程,由此可以控制被控过程中的调节阀等执行器的动作。所述事件触发机制准则或触发函数的设计基本思路是:计算当前时刻的接收信号与上一时刻的输出信号之间的函数值,并将这个值与预先设定好的阈值函数进行求差比较,若大于零,则认为触发了“事件”,否则新接收信号就不被传输。在本发明中定义的事件触发机制准则或触发函数为:G(yp(k),yp(k+i))=||yp(k)-yp(k+i)||-σ,An event trigger mechanism criterion or trigger function is established inside the event trigger, and the signal is screened according to this criterion or trigger function, and finally the satisfied signal can be sent to the controlled process, thereby controlling the execution of the regulating valve in the controlled process device action. The basic idea of the design of the event trigger mechanism criterion or trigger function is: calculate the function value between the received signal at the current moment and the output signal at the previous moment, and compare this value with the preset threshold function , if greater than zero, the "event" is considered to have been triggered, otherwise the new received signal is not transmitted. The event trigger mechanism criterion or trigger function defined in the present invention is: G(y p (k), y p (k+i))=||y p (k)-y p (k+i)||- σ,
其中,yp(k+i)是事件触发器123在当前时刻(k+i)接收的在线校正器122反馈校正后输出的信号,yp(kh)是事件触发器123在上一时刻k接收的在线校正器122反馈校正后输出的信号,σ为有界正数,||||表示范数,i=1,2,…,为正整数,G(yp(k),yp(k+i))是yp(k+i)与yp(kh)之间的触发函数。在本例中,若触发函数小于等于0,则认为没有发生“事件”,事件触发器123新接收的信号yp(k+i)将不会输出;若触发函数值大于0,则认为发生了“事件”,事件触发器123会将新接收的信号yp(k+i))输出,用于更新优化计算器124输出的信号,调节被控过程的控制阀等执行器的动作,从而对整个系统进行控制。在本例中,参数σ可以按李雅普诺夫稳定性分析理论进行取值范围的选取,例如σ为属于(0,1)的正常数。加入事件触发机制后会减少运行次数而不影响系统的稳定性。Among them, y p (k+i) is the signal output by the online corrector 122 after feedback correction received by the event trigger 123 at the current moment (k+i), and y p (kh) is the signal output by the event trigger 123 at the last moment k The received online corrector 122 feeds back the corrected output signal, σ is a bounded positive number, |||| represents a norm, i=1, 2,..., is a positive integer, G(y p (k), y p (k+i)) is the trigger function between y p (k+i) and y p (kh). In this example, if the trigger function is less than or equal to 0, it is considered that no "event" has occurred, and the newly received signal y p (k+i) by the event trigger 123 will not be output; if the value of the trigger function is greater than 0, it is considered to have occurred "event", the event trigger 123 will output the newly received signal y p (k+i)), which is used to update the signal output by the optimization calculator 124, and adjust the actions of actuators such as control valves in the controlled process, thereby Control the entire system. In this example, the value range of the parameter σ can be selected according to the Lyapunov stability analysis theory, for example, σ is a normal number belonging to (0,1). After adding the event trigger mechanism, the running times will be reduced without affecting the stability of the system.
(5)优化计算器126用于根据比较器126的输出进行滚动优化:优化计算器126输出的当前时刻的控制预测值实际上是根据被控过程(即控制目标,实质是被控过程当前时刻的输出测量值)、预测模型和整个系统的现状计算出来的,因此下一时刻,优化计算器126要重新根据优化目标和已经运行的系统现状来进行优化,并计算出下一时刻的控制预测值。(5) The optimization calculator 126 is used to perform rolling optimization according to the output of the comparator 126: the control prediction value at the current moment output by the optimization calculator 126 is actually based on the controlled process (i.e. the control target, which is essentially the current moment of the controlled process) output measured value), prediction model and the current situation of the whole system are calculated, so at the next moment, the optimization calculator 126 will optimize according to the optimization target and the current situation of the system that has already been running, and calculate the control prediction of the next moment value.
图3所示为本发明应用图2所示的主控制器的基于事件触发机制的火电厂主蒸汽温度串级预测控制系统的结构示意图。FIG. 3 is a schematic structural diagram of the main steam temperature cascade predictive control system of a thermal power plant based on an event-triggered mechanism using the main controller shown in FIG. 2 according to the present invention.
以火电厂主蒸汽温度控制系统为例,本发明提供一种基于事件触发机制的火电厂主蒸汽温度控制系统,包括由外环预测控制回路和内环PID控制回路形成的控制网络;所述内环PID控制回路包括依次连接的副检测变送器20、副控制器21、执行器22以及减温器24;所述外环预测控制回路包括依次连接的主汽温对象10、主检测变送器11、主控制器12以及整个所述内环PID控制回路,所述主控制器包括参考轨线引入器121、在线校正器122、事件触发器123、预测模型器125、比较器126以及优化计算器124,所述参考轨线引入器121和所述在线校正器122的一个输入端均连接至所述主检测变送器11的输出端,所述在线校正器122的输出端连接至所述事件触发器123的输入端,所述参考轨线引入器121和所述事件触发器123的输出端均连接至比较器126的输入端,所述比较器126的输出端连接至优化计算器124的输入端,所述优化计算器124的输出端连接至所述副控制器21的输入端和所述预测模型器125的输入端,所述预测模型器125的输出端连接至所述在线校正器122的另一个输入端。Taking the main steam temperature control system of a thermal power plant as an example, the present invention provides a main steam temperature control system of a thermal power plant based on an event trigger mechanism, including a control network formed by an outer loop predictive control loop and an inner loop PID control loop; the inner loop The ring PID control loop includes a secondary detection transmitter 20, a secondary controller 21, an actuator 22, and a desuperheater 24 connected in sequence; the outer loop predictive control loop includes a main steam temperature object 10, a main detection transmitter device 11, main controller 12 and the entire inner loop PID control loop, the main controller includes a reference trajectory introducer 121, an online corrector 122, an event trigger 123, a predictive modeler 125, a comparator 126 and an optimization Calculator 124, one input end of the reference trajectory introducer 121 and the online corrector 122 are connected to the output end of the main detection transmitter 11, and the output end of the online corrector 122 is connected to the The input terminal of the event trigger 123, the output terminals of the reference trajectory introducer 121 and the event trigger 123 are connected to the input terminal of the comparator 126, and the output terminal of the comparator 126 is connected to the optimization calculator 124, the output of the optimization calculator 124 is connected to the input of the secondary controller 21 and the input of the predictive modeler 125, and the output of the predictive modeler 125 is connected to the online The other input terminal of the corrector 122 .
本实施例中,主控制器12和副控制器21构成串级预测控制策略,副控制器21采用PI或P控制,而主控制器12为内置事件触发器123的预测控制,副控制器21接收主控制器12的输出作为设定值,副控制器的输出去控制执行器22,进而控制与执行器22连接的减水阀(未在图3中示出)的开度,实现通向减温器24的减温水管道中的减温水流量的调节,使火电厂锅炉的主蒸汽温度达到设定值,从而实现最优控制。In this embodiment, the main controller 12 and the sub-controller 21 form a cascade predictive control strategy, the sub-controller 21 adopts PI or P control, and the main controller 12 is a predictive control with a built-in event trigger 123, and the sub-controller 21 The output of the main controller 12 is received as a set value, and the output of the secondary controller is used to control the actuator 22, thereby controlling the opening of the water reducing valve (not shown in FIG. 3 ) connected to the actuator 22 to realize the The adjustment of the desuperheating water flow in the desuperheating water pipeline of the desuperheater 24 makes the temperature of the main steam of the thermal power plant boiler reach the set value, thereby realizing optimal control.
由上可知,本发明的基于事件触发机制的火电厂主蒸汽温度控制系统,引入事件触发机制到串级控制系统的外环预测控制回路中,通过预测模型的输出与过程控制的输出的误差来调整主控制器12的参数,最后得到误差趋于零的合适且稳定的系统,可以减少主蒸汽温度的波动幅度,提高调节品质,同时可以减少执行器的操作次数,即减少减温阀的调节次数,提高了执行器和减温阀的使用寿命;此外,本发明的基于事件触发机制的火电厂主蒸汽温度控制系统,综合了串级控制和网络控制的优点,还同时具有了预测控制的优点,对过程数学模型的精度要求不高,跟踪性好,对误差具有较强的鲁棒性,更能适应实际生产。It can be seen from the above that the main steam temperature control system of the thermal power plant based on the event trigger mechanism of the present invention introduces the event trigger mechanism into the outer loop predictive control loop of the cascade control system, and the error between the output of the predictive model and the output of the process control is used. Adjust the parameters of the main controller 12, and finally obtain a suitable and stable system with the error tending to zero, which can reduce the fluctuation range of the main steam temperature, improve the adjustment quality, and at the same time reduce the number of operations of the actuator, that is, reduce the adjustment of the temperature reduction valve The number of times improves the service life of the actuator and the desuperheating valve; in addition, the main steam temperature control system of the thermal power plant based on the event trigger mechanism of the present invention combines the advantages of cascade control and network control, and also has the function of predictive control Advantages, the accuracy of the process mathematical model is not high, the tracking is good, the error is robust, and it is more suitable for actual production.
本发明还提供一种基于事件触发机制的火电厂主蒸汽温度控制系统对火电厂主蒸汽温度的控制方法,包括以下步骤:The present invention also provides a method for controlling the temperature of the main steam in a thermal power plant based on an event trigger mechanism by the main steam temperature control system of the thermal power plant, comprising the following steps:
第一步:通过工作于时间驱动方式的主检测变送器(即主汽温变送器)11对主汽温对象(即主被控对象)11的输出信号y1(t)进行周期采样,得到当前时刻的采样信号x1(t);Step 1: periodically sample the output signal y 1 (t) of the main steam temperature object (i.e. the main controlled object) 11 through the main detection transmitter (i.e. the main steam temperature transmitter) 11 working in a time-driven manner , to obtain the sampling signal x 1 (t) at the current moment;
第二步:主检测变送器11输出信号x1(kh)至在线校正器122和参考轨线引入器121;The second step: the main detection transmitter 11 outputs the signal x 1 (kh) to the online corrector 122 and the reference trajectory introducer 121;
第三步:在线校正器122根据接收到的信号x1(kh)对预测模型器125输出的当前时刻的预测信号xm((k+i)h)进行校正,并将校正后的信号xp((k+i)h)传输至事件触发器123;同时所述参考轨迹线引入器121确定出其接收到的信号x1(kh)向其内部的主气温对象设定值xd(kh)平滑过渡的参考轨迹xr((k+i)h)=aix1(kh)+(1-ai)xd(kh),其中ai=exp(-h/λ)∈(0,1),h是采样周期,λ是时间常数;Step 3: The online corrector 122 corrects the current prediction signal x m ((k+i)h) output by the prediction modeler 125 according to the received signal x 1 (kh), and converts the corrected signal x p ((k+i)h) is transmitted to the event trigger 123; at the same time, the reference trajectory introducer 121 determines that the received signal x 1 (kh) is sent to its internal main air temperature object set value x d ( kh) smooth transition reference trajectory x r ((k+i)h)=a i x 1 (kh)+(1-a i )x d (kh), where a i =exp(-h/λ)∈ (0,1), h is the sampling period, λ is the time constant;
第四步:事件触发器123根据其内部的触发函数或者事件触发规则对所述校正后的信号xp((k+i)h)进行选择性输出,对于本发明采取的事件触发机制(即触发函数或者事件触发规则)运算的具体公式如下:Step 4: The event trigger 123 selectively outputs the corrected signal x p ((k+i)h) according to its internal trigger function or event trigger rule. For the event trigger mechanism adopted by the present invention (i.e. The specific formula for the operation of trigger function or event trigger rule) is as follows:
||xp((k+i)h)-xp(kh)||-σ≤0||x p ((k+i)h)-x p (kh)||-σ≤0
其中,σ为属于(0,1)的正常数,h为采样周期,(k+i)h为第(k+i)个采样周期,i=1,2,…,为正整数,xp((k+i)h)为在线校正器122当前时刻输出的信号,xp(kh)为在线校正器122上一时刻输出的信号,||||表示范数;当所述在线校正器122前后两次输出的信号xp((k+i)h)、xp(kh)满足上述公式时,则认为没有发生“事件”,事件触发器123的输出端无输出信号;当所述在线校正器122前后两次输出的信号xp((k+i)h)、xp(kh)不满足上述公式时,则认为触发了“事件”,事件触发器122的输出端会输出所述在线校正器在当前时刻的输出信号xp((k+i)h);事件触发器122选择性输出的结果以及参考轨迹线引入器121输出的参考轨迹xr((k+i)h)均送入比较器126中;Among them, σ is a normal number belonging to (0,1), h is the sampling period, (k+i)h is the (k+i)th sampling period, i=1,2,... are positive integers, x p ((k+i)h) is the signal output by the online corrector 122 at the current moment, x p (kh) is the signal output by the online corrector 122 at the last moment, and |||| represents the norm; when the online corrector When the signals x p ((k+i)h) and x p (kh) output twice before and after 122 satisfy the above formula, then it is considered that no "event" has occurred, and the output terminal of the event trigger 123 has no output signal; when the When the signals x p ((k+i)h) and x p (kh) output twice before and after the online corrector 122 do not satisfy the above formula, it is considered that an "event" is triggered, and the output terminal of the event trigger 122 will output all The output signal x p ((k+i)h) of the online corrector at the current moment; the result selectively output by the event trigger 122 and the reference trajectory x r ((k+i)h output by the reference trajectory line introducer 121 ) are all sent to the comparator 126;
第五步:优化计算器124对比较器126比较的输出信号进行滚动优化,并将优化计算的结果u1(kh)输出至副控制器21和预测模型器125中,此时,主控制器12的输出值作为副控制器21的设定值,预测模型器125会根据输出u1(kh)下一时刻的预测信号;Step 5: The optimization calculator 124 performs rolling optimization on the output signal compared by the comparator 126, and outputs the result u 1 (kh) of the optimization calculation to the secondary controller 21 and the predictive modeler 125. At this time, the main controller The output value of 12 is used as the setting value of the sub-controller 21, and the prediction modeler 125 will output the prediction signal at the next moment according to u 1 (kh);
第六步:副检测变送器(即导前汽温变送器)20对减温器24(即副被控对象)的输出信号y2(t)进行周期采样,获得当前时刻的采样信号x2(t),且副检测变送器20根据信号x2(t)所得到的输出信号x2(kh)通过内环PID控制回路传输到副控制器21;Step 6: The auxiliary detection transmitter (i.e. the leading steam temperature transmitter) 20 periodically samples the output signal y 2 (t) of the desuperheater 24 (i.e. the auxiliary controlled object) to obtain the sampling signal at the current moment x 2 (t), and the output signal x 2 (kh) obtained by the secondary detection transmitter 20 according to the signal x 2 (t) is transmitted to the secondary controller 21 through the inner loop PID control loop;
第七步:副控制器21根据信号x2(kh)和u1(kh)输出控制信号传输到执行器22,从而达到控制执行器22(减温阀)的动作,具体地,当事件触发器123无输出时,优化计算器124的输出结果u1(kh)不更新,副控制器21维持原来对执行器22的控制,执行器22无切换动作;当事件触发器123输出xp((k+i)h)时,优化计算器124的输出u1(kh)进行更新,副控制器21重新对执行器22控制,执行器22切换动作;Step 7: The sub-controller 21 outputs the control signal to the actuator 22 according to the signal x 2 (kh) and u 1 (kh), so as to control the action of the actuator 22 (heat reduction valve), specifically, when the event triggers When the controller 123 has no output, the output result u 1 (kh) of the optimization calculator 124 is not updated, the sub-controller 21 maintains the original control over the actuator 22, and the actuator 22 has no switching action; when the event trigger 123 outputs x p ( (k+i)h), the output u 1 (kh) of the optimization calculator 124 is updated, the sub-controller 21 controls the actuator 22 again, and the actuator 22 switches actions;
第八步:返回第一步。Step 8: Go back to the first step.
以上所述仅为本发明的实施例子而已,并不用于限制本发明,本发明对于远程串级控制尤其适用。凡在本发明的原则之内,所作的等同替换,均应包含在本发明的保护范围之内。本发明未作详细阐述的内容属于本专业领域技术人员公知的已有技术。The above description is only an implementation example of the present invention, and is not intended to limit the present invention. The present invention is especially applicable to remote cascade control. All equivalent replacements made within the principle of the present invention shall be included in the protection scope of the present invention. The content not described in detail in the present invention belongs to the prior art known to those skilled in the art.
Claims (9)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610089472.8A CN105546508B (en) | 2016-02-18 | 2016-02-18 | Thermal power plant's Control on Main-steam Temperature and method based on event trigger mechanism |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610089472.8A CN105546508B (en) | 2016-02-18 | 2016-02-18 | Thermal power plant's Control on Main-steam Temperature and method based on event trigger mechanism |
Publications (2)
Publication Number | Publication Date |
---|---|
CN105546508A true CN105546508A (en) | 2016-05-04 |
CN105546508B CN105546508B (en) | 2017-10-31 |
Family
ID=55825890
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610089472.8A Active CN105546508B (en) | 2016-02-18 | 2016-02-18 | Thermal power plant's Control on Main-steam Temperature and method based on event trigger mechanism |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN105546508B (en) |
Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106090870A (en) * | 2016-06-01 | 2016-11-09 | 江苏科技大学 | Main steam temperature degree tandem automatic disturbance rejection controller and system and method |
CN106610588A (en) * | 2016-12-30 | 2017-05-03 | 广东华中科技大学工业技术研究院 | A cascade predictive control system and method |
CN107102550A (en) * | 2017-05-31 | 2017-08-29 | 杭州意能电力技术有限公司 | A kind of ultra supercritical coal-fired unit controls the forecast Control Algorithm of separator temperature |
CN109782595A (en) * | 2019-01-14 | 2019-05-21 | 山东大学 | The neural network forecast control method and system of ball-beam system based on event trigger mechanism |
CN111413865A (en) * | 2020-03-05 | 2020-07-14 | 清华大学 | Disturbance compensation single-loop superheated steam temperature active disturbance rejection control method |
CN112709859A (en) * | 2020-12-21 | 2021-04-27 | 广西中烟工业有限责任公司 | Valve opening control method and device, electronic equipment and storage medium |
CN113898939A (en) * | 2021-11-22 | 2022-01-07 | 江苏科技大学 | Three-impulse steam drum water level control system and method based on double neurons |
CN114020071A (en) * | 2021-11-10 | 2022-02-08 | 经纬恒润(天津)研究开发有限公司 | Constant temperature system and constant temperature control method |
CN114048683A (en) * | 2021-11-22 | 2022-02-15 | 江苏科技大学 | Hot blast stove vault temperature control system and control method based on event triggering |
CN114089795A (en) * | 2021-11-22 | 2022-02-25 | 江苏科技大学 | An event-triggered fuzzy neural network temperature control system and method |
CN114660933A (en) * | 2022-02-24 | 2022-06-24 | 华能罗源发电有限责任公司 | Fuzzy self-adaptation based regenerative optimal control system and method for coal-fired power generation boiler |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH06221506A (en) * | 1993-01-29 | 1994-08-09 | Babcock Hitachi Kk | Steam temperature control method of thermal power plant and device therefor |
JPH06222808A (en) * | 1993-01-28 | 1994-08-12 | Hitachi Ltd | Thermal power plant automatic control device |
KR20140002880A (en) * | 2012-06-28 | 2014-01-09 | 현대제철 주식회사 | Method for controlilng temperature of drum water in boiler using surplus steam |
CN103225799B (en) * | 2013-05-09 | 2015-05-27 | 北京四方继保自动化股份有限公司 | Method for controlling main steam temperature in thermal power plant |
-
2016
- 2016-02-18 CN CN201610089472.8A patent/CN105546508B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH06222808A (en) * | 1993-01-28 | 1994-08-12 | Hitachi Ltd | Thermal power plant automatic control device |
JPH06221506A (en) * | 1993-01-29 | 1994-08-09 | Babcock Hitachi Kk | Steam temperature control method of thermal power plant and device therefor |
KR20140002880A (en) * | 2012-06-28 | 2014-01-09 | 현대제철 주식회사 | Method for controlilng temperature of drum water in boiler using surplus steam |
CN103225799B (en) * | 2013-05-09 | 2015-05-27 | 北京四方继保自动化股份有限公司 | Method for controlling main steam temperature in thermal power plant |
Non-Patent Citations (1)
Title |
---|
黄成静等: "DMC-PID串级主汽温控制系统", 《华北电力大学学报》 * |
Cited By (17)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106090870A (en) * | 2016-06-01 | 2016-11-09 | 江苏科技大学 | Main steam temperature degree tandem automatic disturbance rejection controller and system and method |
CN106610588A (en) * | 2016-12-30 | 2017-05-03 | 广东华中科技大学工业技术研究院 | A cascade predictive control system and method |
CN106610588B (en) * | 2016-12-30 | 2019-11-26 | 广东华中科技大学工业技术研究院 | Cascade prediction control system and method |
CN107102550A (en) * | 2017-05-31 | 2017-08-29 | 杭州意能电力技术有限公司 | A kind of ultra supercritical coal-fired unit controls the forecast Control Algorithm of separator temperature |
CN109782595A (en) * | 2019-01-14 | 2019-05-21 | 山东大学 | The neural network forecast control method and system of ball-beam system based on event trigger mechanism |
CN111413865A (en) * | 2020-03-05 | 2020-07-14 | 清华大学 | Disturbance compensation single-loop superheated steam temperature active disturbance rejection control method |
CN111413865B (en) * | 2020-03-05 | 2021-07-13 | 清华大学 | A Disturbance Compensation Single-loop Superheated Steam Temperature Active Disturbance Rejection Control Method |
CN112709859B (en) * | 2020-12-21 | 2022-07-19 | 广西中烟工业有限责任公司 | Valve opening control method and device, electronic equipment and storage medium |
CN112709859A (en) * | 2020-12-21 | 2021-04-27 | 广西中烟工业有限责任公司 | Valve opening control method and device, electronic equipment and storage medium |
CN114020071A (en) * | 2021-11-10 | 2022-02-08 | 经纬恒润(天津)研究开发有限公司 | Constant temperature system and constant temperature control method |
CN113898939A (en) * | 2021-11-22 | 2022-01-07 | 江苏科技大学 | Three-impulse steam drum water level control system and method based on double neurons |
CN114089795A (en) * | 2021-11-22 | 2022-02-25 | 江苏科技大学 | An event-triggered fuzzy neural network temperature control system and method |
CN114048683A (en) * | 2021-11-22 | 2022-02-15 | 江苏科技大学 | Hot blast stove vault temperature control system and control method based on event triggering |
CN114089795B (en) * | 2021-11-22 | 2022-08-16 | 江苏科技大学 | Fuzzy neural network temperature control system and method based on event triggering |
CN113898939B (en) * | 2021-11-22 | 2023-09-19 | 江苏科技大学 | Three-impulse drum water level control system and method based on double neurons |
CN114048683B (en) * | 2021-11-22 | 2024-08-06 | 江苏科技大学 | Hot blast stove vault temperature control system and control method based on event triggering |
CN114660933A (en) * | 2022-02-24 | 2022-06-24 | 华能罗源发电有限责任公司 | Fuzzy self-adaptation based regenerative optimal control system and method for coal-fired power generation boiler |
Also Published As
Publication number | Publication date |
---|---|
CN105546508B (en) | 2017-10-31 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105546508B (en) | Thermal power plant's Control on Main-steam Temperature and method based on event trigger mechanism | |
CN103225799B (en) | Method for controlling main steam temperature in thermal power plant | |
CN114089795B (en) | Fuzzy neural network temperature control system and method based on event triggering | |
CN101713536B (en) | A control method for a circulating fluidized bed boiler combustion system | |
CN107420874B (en) | Ultra-supercritical thermal generator set coordination control system | |
CN102654751B (en) | Coordination control method based on nonlinear control and fuzzy control | |
CN100498060C (en) | Method for controlling optimized burning in circulating fluid bed boiler | |
CN106919053A (en) | A kind of fired power generating unit coordinated control system based on Variable structure prediction control algorithm | |
CN107168055B (en) | Ammonia desulphurization optimization control method based on multivariable predictive control | |
CN101338892A (en) | A method for controlling the reheating steam temperature of a thermal power unit | |
CN103576655A (en) | Method and system for utility boiler combustion subspace modeling and multi-objective optimization | |
CN111102559B (en) | Screen type superheater steam temperature control method based on double neural network inverse model | |
CN105180139A (en) | Main steam temperature control system and method for boiler | |
CN106090870A (en) | Main steam temperature degree tandem automatic disturbance rejection controller and system and method | |
CN112197262B (en) | Intelligent control method for circulating fluidized bed coal-fired boiler | |
CN111708333A (en) | An Intelligent Predictive Coordinated Control System for Power Plants | |
CN108361683B (en) | Full load section reheat temperature intelligent control system | |
CN111045321B (en) | Method for coordinately controlling embedded internal model controller under deep peak regulation | |
CN108549231A (en) | A kind of control method for coordinating of the cogeneration units of fusion heat supply extraction regulation | |
CN114660933A (en) | Fuzzy self-adaptation based regenerative optimal control system and method for coal-fired power generation boiler | |
Sun et al. | DEB-oriented modelling and control of coal-fired power plant | |
CN111998383A (en) | Over-fire air control method based on boiler load and flame central point coordinate quantization | |
CN110347097A (en) | A kind of setting based on the power station IGCC Automatic Generation Control | |
CN216281315U (en) | Main steam temperature optimization control device of double-slag-chamber coal-fired unit | |
CN114992629A (en) | Combustion control system and method for circulating fluidized bed boiler |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right |
Effective date of registration: 20191220 Address after: 239000 Chuzhou Economic and Technological Development Zone, Anhui Province, north of Xin'anjiang Road and east of Suzhou Road Patentee after: Chuzhou Huahui Thermal Power Co.,Ltd. Address before: Meng Xi Road 212003 Zhenjiang city of Jiangsu province Jingkou District No. 2 Patentee before: Jiangsu University of Science and Technology |
|
TR01 | Transfer of patent right | ||
CP01 | Change in the name or title of a patent holder |
Address after: 239000 north of Xin'anjiang Road, east of Suzhou Road, Chuzhou economic and Technological Development Zone, Anhui Province Patentee after: Chuzhou Chuneng Thermal Power Co.,Ltd. Address before: 239000 north of Xin'anjiang Road, east of Suzhou Road, Chuzhou economic and Technological Development Zone, Anhui Province Patentee before: Chuzhou Huahui Thermal Power Co.,Ltd. |
|
CP01 | Change in the name or title of a patent holder |